Nameexact_genome_1512568488_45_6750_1
Workunit2604997
Created7 Dec 2017, 21:43:19 UTC
Sent7 Dec 2017, 21:45:48 UTC
Report deadline16 Dec 2017, 14:53:28 UTC
Received8 Dec 2017, 16:49:24 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID54172
Run time4 hours 26 min 54 sec
CPU time4 hours 26 min 50 sec
Validate stateValid
Credit2,178.41
Device peak FLOPS3.27 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size150.43 MB
Peak swap size152.19 MB
Peak disk usage1.13 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
315, weight_update_time: 0.1398822218, other_time: 2.8008117676
epoch time: 11.8475809097s, input_fired_time: 0.1473185867, output_fired_time: 0.0000000000, propagate_forward_time: 11.1940803528, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5061817169
validation[          , genome  6750] predictions:    9711/  10000 (97.11%), best:    9711/10000 (97.11%), error:       903.44373, best error:       903.44373 on epoch:    14, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 144.8417053223s, input_fired_time: 1.3238784075, output_fired_time: 0.9533550739, propagate_forward_time: 55.4943618774, propagate_backward_time: 84.2881317139, weight_update_time: 0.1390192360, other_time: 2.7819747925
epoch time: 11.8738241196s, input_fired_time: 0.1462228298, output_fired_time: 0.0000000000, propagate_forward_time: 11.2239198685, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5036811829
validation[          , genome  6750] predictions:    9683/  10000 (96.83%), best:    9711/10000 (97.11%), error:      1026.74011, best error:       903.44373 on epoch:    14, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 146.2742156982s, input_fired_time: 1.3337261677, output_fired_time: 0.9613826871, propagate_forward_time: 55.9811134338, propagate_backward_time: 85.1918716431, weight_update_time: 0.1405306160, other_time: 2.8061294556
epoch time: 11.8883762360s, input_fired_time: 0.1473903507, output_fired_time: 0.0000000000, propagate_forward_time: 11.2329339981, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5080518723
validation[          , genome  6750] predictions:    9731/  10000 (97.31%), best:    9731/10000 (97.31%), error:       899.34058, best error:       899.34058 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 146.7903747559s, input_fired_time: 1.3408221006, output_fired_time: 0.9727590084, propagate_forward_time: 56.0360870361, propagate_backward_time: 85.6379394531, weight_update_time: 0.1414585114, other_time: 2.8027648926
epoch time: 11.8854579926s, input_fired_time: 0.1468662471, output_fired_time: 0.0000000000, propagate_forward_time: 11.2324752808, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5061168671
validation[          , genome  6750] predictions:    9745/  10000 (97.45%), best:    9745/10000 (97.45%), error:       850.60559, best error:       850.60559 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 147.0781097412s, input_fired_time: 1.3412044048, output_fired_time: 0.9707065821, propagate_forward_time: 56.1327552795, propagate_backward_time: 85.8245925903, weight_update_time: 0.1419641674, other_time: 2.8088607788
epoch time: 11.8516178131s, input_fired_time: 0.1467824131, output_fired_time: 0.0000000000, propagate_forward_time: 11.2005586624, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5042762756
validation[          , genome  6750] predictions:    9684/  10000 (96.84%), best:    9745/10000 (97.45%), error:      1002.52179, best error:       850.60559 on epoch:    17, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 146.6835174561s, input_fired_time: 1.3389683962, output_fired_time: 0.9718719125, propagate_forward_time: 56.0244140625, propagate_backward_time: 85.5499038696, weight_update_time: 0.1413566172, other_time: 2.7983474731
epoch time: 11.8780088425s, input_fired_time: 0.1469912082, output_fired_time: 0.0000000000, propagate_forward_time: 11.2241611481, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5068569183
validation[          , genome  6750] predictions:    9762/  10000 (97.62%), best:    9762/10000 (97.62%), error:       823.02686, best error:       823.02686 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 146.7865142822s, input_fired_time: 1.3357318640, output_fired_time: 0.9683398008, propagate_forward_time: 56.0528564453, propagate_backward_time: 85.6844558716, weight_update_time: 0.1410633326, other_time: 2.7451248169
epoch time: 11.8728008270s, input_fired_time: 0.1458004713, output_fired_time: 0.0000000000, propagate_forward_time: 11.2292776108, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4977226257
validation[          , genome  6750] predictions:    9756/  10000 (97.56%), best:    9762/10000 (97.62%), error:       864.87982, best error:       823.02686 on epoch:    19, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 146.8970336914s, input_fired_time: 1.3373992443, output_fired_time: 0.9634517431, propagate_forward_time: 56.1669464111, propagate_backward_time: 85.6645431519, weight_update_time: 0.1402555108, other_time: 2.7646865845
epoch time: 11.9202899933s, input_fired_time: 0.1478546262, output_fired_time: 0.0000000000, propagate_forward_time: 11.2708797455, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5015554428
validation[          , genome  6750] predictions:    9743/  10000 (97.43%), best:    9762/10000 (97.62%), error:       832.52246, best error:       823.02686 on epoch:    19, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 146.9395294189s, input_fired_time: 1.3372836113, output_fired_time: 0.9656928182, propagate_forward_time: 56.2721099854, propagate_backward_time: 85.6041564941, weight_update_time: 0.1401634365, other_time: 2.7602844238
epoch time: 11.8730602264s, input_fired_time: 0.1464276910, output_fired_time: 0.0000000000, propagate_forward_time: 11.2346715927, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4919605255
validation[          , genome  6750] predictions:    9698/  10000 (96.98%), best:    9762/10000 (97.62%), error:      1004.18561, best error:       823.02686 on epoch:    19, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 146.7532806396s, input_fired_time: 1.3388531208, output_fired_time: 0.9644178748, propagate_forward_time: 56.2008438110, propagate_backward_time: 85.4889297485, weight_update_time: 0.1402138621, other_time: 2.7602386475
epoch time: 11.8169603348s, input_fired_time: 0.1479220986, output_fired_time: 0.0000000000, propagate_forward_time: 11.1707582474, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4982795715
validation[          , genome  6750] predictions:    9770/  10000 (97.70%), best:    9770/10000 (97.70%), error:       809.42841, best error:       809.42841 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 146.8215484619s, input_fired_time: 1.3374389410, output_fired_time: 0.9665758014, propagate_forward_time: 56.1739692688, propagate_backward_time: 85.5863418579, weight_update_time: 0.1399968415, other_time: 2.7572250366
epoch time: 11.7652263641s, input_fired_time: 0.1448855847, output_fired_time: 0.0000000000, propagate_forward_time: 11.1254749298, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4948654175
validation[          , genome  6750] predictions:    9726/  10000 (97.26%), best:    9770/10000 (97.70%), error:       910.74976, best error:       809.42841 on epoch:    23, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 143.6398620605s, input_fired_time: 1.3170150518, output_fired_time: 0.9490284324, propagate_forward_time: 54.8648033142, propagate_backward_time: 83.7920150757, weight_update_time: 0.1379064173, other_time: 2.7169876099
epoch time: 11.8987798691s, input_fired_time: 0.1478972882, output_fired_time: 0.0000000000, propagate_forward_time: 11.2513542175, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4995279312
validation[          , genome  6750] predictions:    9743/  10000 (97.43%), best:    9770/10000 (97.70%), error:       873.25366, best error:       809.42841 on epoch:    23, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 144.9360504150s, input_fired_time: 1.3287433386, output_fired_time: 0.9589645863, propagate_forward_time: 55.4663619995, propagate_backward_time: 84.4530029297, weight_update_time: 0.1392428130, other_time: 2.7289657593
epoch time: 11.8948154449s, input_fired_time: 0.1470789015, output_fired_time: 0.0000000000, propagate_forward_time: 11.2493343353, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4984025955
validation[          , genome  6750] predictions:    9730/  10000 (97.30%), best:    9770/10000 (97.70%), error:       891.75616, best error:       809.42841 on epoch:    23, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 144.1096649170s, input_fired_time: 1.3240396976, output_fired_time: 0.9500393271, propagate_forward_time: 55.1671409607, propagate_backward_time: 83.9555969238, weight_update_time: 0.1381162405, other_time: 2.7128448486
epoch time: 11.4549016953s, input_fired_time: 0.1431586146, output_fired_time: 0.0000000000, propagate_forward_time: 10.8235025406, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4882402420
validation[          , genome  6750] predictions:    9768/  10000 (97.68%), best:    9770/10000 (97.70%), error:       830.74548, best error:       809.42841 on epoch:    23, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 146.2083587646s, input_fired_time: 1.3389654160, output_fired_time: 0.9650546312, propagate_forward_time: 55.9064979553, propagate_backward_time: 85.2505950928, weight_update_time: 0.1401865780, other_time: 2.7472534180
epoch time: 11.7525329590s, input_fired_time: 0.1467185616, output_fired_time: 0.0000000000, propagate_forward_time: 11.1111564636, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4946575165
validation[          , genome  6750] predictions:    9733/  10000 (97.33%), best:    9770/10000 (97.70%), error:       886.32672, best error:       809.42841 on epoch:    23, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 146.5412750244s, input_fired_time: 1.3399790525, output_fired_time: 0.9674892426, propagate_forward_time: 56.0418510437, propagate_backward_time: 85.4576339722, weight_update_time: 0.1406275630, other_time: 2.7343215942
epoch time: 11.9035320282s, input_fired_time: 0.1479069591, output_fired_time: 0.0000000000, propagate_forward_time: 11.2588033676, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4968214035
validation[          , genome  6750] predictions:    9747/  10000 (97.47%), best:    9747/10000 (97.47%), error:       785.55310, best error:       785.55310 on epoch:    29, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 142.8253936768s, input_fired_time: 1.3200936317, output_fired_time: 0.9450864196, propagate_forward_time: 54.7014656067, propagate_backward_time: 83.1571731567, weight_update_time: 0.1371367574, other_time: 2.7015762329
epoch time: 11.6746778488s, input_fired_time: 0.1468854249, output_fired_time: 0.0000000000, propagate_forward_time: 11.0360097885, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4917821884
validation[          , genome  6750] predictions:    9643/  10000 (96.43%), best:    9747/10000 (97.47%), error:      1140.63171, best error:       785.55310 on epoch:    29, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 147.1796264648s, input_fired_time: 1.3474402428, output_fired_time: 0.9710526466, propagate_forward_time: 56.2708015442, propagate_backward_time: 85.8452758789, weight_update_time: 0.1413888484, other_time: 2.7450561523
epoch time: 11.9076471329s, input_fired_time: 0.1482101530, output_fired_time: 0.0000000000, propagate_forward_time: 11.2615280151, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4979085922
validation[          , genome  6750] predictions:    9744/  10000 (97.44%), best:    9747/10000 (97.47%), error:       848.63782, best error:       785.55310 on epoch:    29, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 146.9015350342s, input_fired_time: 1.3462517262, output_fired_time: 0.9650356174, propagate_forward_time: 56.2070274353, propagate_backward_time: 85.6219635010, weight_update_time: 0.1411744356, other_time: 2.7612457275
epoch time: 11.8501749039s, input_fired_time: 0.1482514739, output_fired_time: 0.0000000000, propagate_forward_time: 11.2030162811, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4989070892
validation[          , genome  6750] predictions:    9776/  10000 (97.76%), best:    9747/10000 (97.47%), error:       817.01776, best error:       785.55310 on epoch:    29, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 146.2312164307s, input_fired_time: 1.3397070169, output_fired_time: 0.9562224150, propagate_forward_time: 56.0158767700, propagate_backward_time: 85.1738052368, weight_update_time: 0.1396245211, other_time: 2.7456054688
epoch time: 11.8759088516s, input_fired_time: 0.1487219483, output_fired_time: 0.0000000000, propagate_forward_time: 11.2269039154, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5002832413
validation[          , genome  6750] predictions:    9713/  10000 (97.13%), best:    9747/10000 (97.47%), error:       893.07452, best error:       785.55310 on epoch:    29, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 146.8085632324s, input_fired_time: 1.3462668657, output_fired_time: 0.9620012045, propagate_forward_time: 56.2041740417, propagate_backward_time: 85.5393142700, weight_update_time: 0.1398945302, other_time: 2.7567977905
epoch time: 11.9153890610s, input_fired_time: 0.1498782635, output_fired_time: 0.0000000000, propagate_forward_time: 11.2626867294, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5028238297
validation[          , genome  6750] predictions:    9763/  10000 (97.63%), best:    9747/10000 (97.47%), error:       819.89008, best error:       785.55310 on epoch:    29, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 146.6479492188s, input_fired_time: 1.3509654999, output_fired_time: 0.9697989225, propagate_forward_time: 56.1003761292, propagate_backward_time: 85.4640579224, weight_update_time: 0.1405040622, other_time: 2.7627487183
epoch time: 11.8706283569s, input_fired_time: 0.1482512057, output_fired_time: 0.0000000000, propagate_forward_time: 11.2200431824, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5023336411
validation[          , genome  6750] predictions:    9731/  10000 (97.31%), best:    9747/10000 (97.47%), error:       898.13092, best error:       785.55310 on epoch:    29, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 146.4774322510s, input_fired_time: 1.3460605145, output_fired_time: 0.9582093954, propagate_forward_time: 56.1139678955, propagate_backward_time: 85.3115692139, weight_update_time: 0.1400377154, other_time: 2.7476348877
epoch time: 11.7777271271s, input_fired_time: 0.1487457454, output_fired_time: 0.0000000000, propagate_forward_time: 11.1303138733, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4986677170
validation[          , genome  6750] predictions:    9680/  10000 (96.80%), best:    9747/10000 (97.47%), error:      1016.05176, best error:       785.55310 on epoch:    29, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 146.3790740967s, input_fired_time: 1.3496296406, output_fired_time: 0.9659824371, propagate_forward_time: 55.9911804199, propagate_backward_time: 85.3044815063, weight_update_time: 0.1401932091, other_time: 2.7677993774
epoch time: 11.9160184860s, input_fired_time: 0.1503819674, output_fired_time: 0.0000000000, propagate_forward_time: 11.2638769150, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5017595291
validation[          , genome  6750] predictions:    9752/  10000 (97.52%), best:    9747/10000 (97.47%), error:       864.47894, best error:       785.55310 on epoch:    29, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 146.9312286377s, input_fired_time: 1.3497406244, output_fired_time: 0.9646952152, propagate_forward_time: 56.2695045471, propagate_backward_time: 85.5922470093, weight_update_time: 0.1403000206, other_time: 2.7550430298
epoch time: 11.9045839310s, input_fired_time: 0.1499551982, output_fired_time: 0.0000000000, propagate_forward_time: 11.2557067871, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4989223480
validation[          , genome  6750] predictions:    9731/  10000 (97.31%), best:    9747/10000 (97.47%), error:       888.75677, best error:       785.55310 on epoch:    29, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 146.7513580322s, input_fired_time: 1.3506153822, output_fired_time: 0.9614204764, propagate_forward_time: 56.1413536072, propagate_backward_time: 85.5422286987, weight_update_time: 0.1414473355, other_time: 2.7557296753
epoch time: 11.8849525452s, input_fired_time: 0.1499773711, output_fired_time: 0.0000000000, propagate_forward_time: 11.2469587326, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4880161285
validation[          , genome  6750] predictions:    9727/  10000 (97.27%), best:    9747/10000 (97.47%), error:       884.51971, best error:       785.55310 on epoch:    29, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 146.6349792480s, input_fired_time: 1.3467253447, output_fired_time: 0.9629817009, propagate_forward_time: 56.1548118591, propagate_backward_time: 85.4314804077, weight_update_time: 0.1399810314, other_time: 2.7389755249
epoch time: 11.9032163620s, input_fired_time: 0.1514212042, output_fired_time: 0.0000000000, propagate_forward_time: 11.2529630661, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4988317490
validation[          , genome  6750] predictions:    9727/  10000 (97.27%), best:    9747/10000 (97.47%), error:       839.81812, best error:       785.55310 on epoch:    29, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 146.7520446777s, input_fired_time: 1.3483686447, output_fired_time: 0.9602177739, propagate_forward_time: 56.2256698608, propagate_backward_time: 85.4783248901, weight_update_time: 0.1397832483, other_time: 2.7394561768
epoch time: 11.8235635757s, input_fired_time: 0.1498525441, output_fired_time: 0.0000000000, propagate_forward_time: 11.1750831604, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4986276627
validation[          , genome  6750] predictions:    9790/  10000 (97.90%), best:    9790/10000 (97.90%), error:       734.70258, best error:       734.70258 on epoch:    41, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 146.8062744141s, input_fired_time: 1.3566918373, output_fired_time: 0.9673873782, propagate_forward_time: 56.1486854553, propagate_backward_time: 85.5692214966, weight_update_time: 0.1402563751, other_time: 2.7642898560
epoch time: 11.9534101486s, input_fired_time: 0.1514498144, output_fired_time: 0.0000000000, propagate_forward_time: 11.2937173843, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5082426071
validation[          , genome  6750] predictions:    9735/  10000 (97.35%), best:    9790/10000 (97.90%), error:       916.13531, best error:       734.70258 on epoch:    41, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 146.9939270020s, input_fired_time: 1.3534437418, output_fired_time: 0.9672810435, propagate_forward_time: 56.2428359985, propagate_backward_time: 85.6780471802, weight_update_time: 0.1400650591, other_time: 2.7523193359
epoch time: 11.9112358093s, input_fired_time: 0.1513953954, output_fired_time: 0.0000000000, propagate_forward_time: 11.2618865967, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4979534149
validation[          , genome  6750] predictions:    9745/  10000 (97.45%), best:    9790/10000 (97.90%), error:       867.46033, best error:       734.70258 on epoch:    41, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 146.6323852539s, input_fired_time: 1.3528122902, output_fired_time: 0.9625326395, propagate_forward_time: 56.1024017334, propagate_backward_time: 85.4653930664, weight_update_time: 0.1399853975, other_time: 2.7492370605
epoch time: 11.8565492630s, input_fired_time: 0.1504119337, output_fired_time: 0.0000000000, propagate_forward_time: 11.2083683014, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4977693558
validation[          , genome  6750] predictions:    9752/  10000 (97.52%), best:    9790/10000 (97.90%), error:       781.57867, best error:       734.70258 on epoch:    41, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 146.3630218506s, input_fired_time: 1.3494986296, output_fired_time: 0.9558897018, propagate_forward_time: 56.0481414795, propagate_backward_time: 85.2718658447, weight_update_time: 0.1399235874, other_time: 2.7376251221
epoch time: 11.8652296066s, input_fired_time: 0.1503334194, output_fired_time: 0.0000000000, propagate_forward_time: 11.2175731659, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4973230362
validation[          , genome  6750] predictions:    9728/  10000 (97.28%), best:    9790/10000 (97.90%), error:       832.56036, best error:       734.70258 on epoch:    41, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 146.0207977295s, input_fired_time: 1.3512346745, output_fired_time: 0.9646156430, propagate_forward_time: 55.8839492798, propagate_backward_time: 85.0808563232, weight_update_time: 0.1394236833, other_time: 2.7401351929
epoch time: 11.7998552322s, input_fired_time: 0.1499756426, output_fired_time: 0.0000000000, propagate_forward_time: 11.1548604965, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4950189590
validation[          , genome  6750] predictions:    9758/  10000 (97.58%), best:    9790/10000 (97.90%), error:       849.62170, best error:       734.70258 on epoch:    41, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 144.5534057617s, input_fired_time: 1.3422282934, output_fired_time: 0.9481388330, propagate_forward_time: 55.3038406372, propagate_backward_time: 84.2294921875, weight_update_time: 0.1386280358, other_time: 2.7297134399
epoch time: 11.9028472900s, input_fired_time: 0.1508799195, output_fired_time: 0.0000000000, propagate_forward_time: 11.2539329529, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4980344772
validation[          , genome  6750] predictions:    9753/  10000 (97.53%), best:    9790/10000 (97.90%), error:       883.11548, best error:       734.70258 on epoch:    41, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 144.6100769043s, input_fired_time: 1.3465911150, output_fired_time: 0.9555451274, propagate_forward_time: 55.2954216003, propagate_backward_time: 84.2775650024, weight_update_time: 0.1380723715, other_time: 2.7349472046
epoch time: 11.8790416718s, input_fired_time: 0.1499205381, output_fired_time: 0.0000000000, propagate_forward_time: 11.2284536362, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5006675720
validation[          , genome  6750] predictions:    9745/  10000 (97.45%), best:    9790/10000 (97.90%), error:       833.60614, best error:       734.70258 on epoch:    41, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 141.4598388672s, input_fired_time: 1.3300755024, output_fired_time: 0.9412057400, propagate_forward_time: 54.2329521179, propagate_backward_time: 82.2562942505, weight_update_time: 0.1361168027, other_time: 2.6993026733
epoch time: 11.8772163391s, input_fired_time: 0.1517139524, output_fired_time: 0.0000000000, propagate_forward_time: 11.2273492813, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4981527328
validation[          , genome  6750] predictions:    9774/  10000 (97.74%), best:    9790/10000 (97.90%), error:       764.72626, best error:       734.70258 on epoch:    41, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 143.8023986816s, input_fired_time: 1.3385295868, output_fired_time: 0.9438181520, propagate_forward_time: 55.0737991333, propagate_backward_time: 83.7334442139, weight_update_time: 0.1380772144, other_time: 2.7128067017
epoch time: 11.8885631561s, input_fired_time: 0.1516485512, output_fired_time: 0.0000000000, propagate_forward_time: 11.2404203415, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4964942932
validation[          , genome  6750] predictions:    9771/  10000 (97.71%), best:    9790/10000 (97.90%), error:       753.63177, best error:       734.70258 on epoch:    41, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 145.4310760498s, input_fired_time: 1.3485777378, output_fired_time: 0.9507885575, propagate_forward_time: 55.7394332886, propagate_backward_time: 84.6618423462, weight_update_time: 0.1390655637, other_time: 2.7304382324
epoch time: 11.9128894806s, input_fired_time: 0.1517317593, output_fired_time: 0.0000000000, propagate_forward_time: 11.2632846832, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4978733063
validation[          , genome  6750] predictions:    9785/  10000 (97.85%), best:    9785/10000 (97.85%), error:       734.08179, best error:       734.08179 on epoch:    51, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 146.8784790039s, input_fired_time: 1.3581168652, output_fired_time: 0.9626684189, propagate_forward_time: 56.2536392212, propagate_backward_time: 85.5528259277, weight_update_time: 0.1400862038, other_time: 2.7512283325
epoch time: 11.8286724091s, input_fired_time: 0.1512676924, output_fired_time: 0.0000000000, propagate_forward_time: 11.1797380447, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4976663589
validation[          , genome  6750] predictions:    9703/  10000 (97.03%), best:    9785/10000 (97.85%), error:      1008.69867, best error:       734.08179 on epoch:    51, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 146.4338684082s, input_fired_time: 1.3557748795, output_fired_time: 0.9586022496, propagate_forward_time: 56.1130599976, propagate_backward_time: 85.2587890625, weight_update_time: 0.1396677792, other_time: 2.7476425171
epoch time: 11.6592721939s, input_fired_time: 0.1499120146, output_fired_time: 0.0000000000, propagate_forward_time: 11.0165061951, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4928541183
validation[          , genome  6750] predictions:    9760/  10000 (97.60%), best:    9785/10000 (97.85%), error:       770.16724, best error:       734.08179 on epoch:    51, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 146.6882324219s, input_fired_time: 1.3648619652, output_fired_time: 0.9698261023, propagate_forward_time: 55.9972534180, propagate_backward_time: 85.6081390381, weight_update_time: 0.1403512210, other_time: 2.7481384277
epoch time: 11.8526306152s, input_fired_time: 0.1513878256, output_fired_time: 0.0000000000, propagate_forward_time: 11.2052249908, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4960174561
validation[          , genome  6750] predictions:    9771/  10000 (97.71%), best:    9785/10000 (97.85%), error:       761.58679, best error:       734.08179 on epoch:    51, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 146.9249877930s, input_fired_time: 1.3629980087, output_fired_time: 0.9694576859, propagate_forward_time: 56.1523513794, propagate_backward_time: 85.6816177368, weight_update_time: 0.1412081569, other_time: 2.7585754395
epoch time: 11.7777900696s, input_fired_time: 0.1522757709, output_fired_time: 0.0000000000, propagate_forward_time: 11.1279516220, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4975624084
validation[          , genome  6750] predictions:    9755/  10000 (97.55%), best:    9785/10000 (97.85%), error:       830.52020, best error:       734.08179 on epoch:    51, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 146.6664733887s, input_fired_time: 1.3628464937, output_fired_time: 0.9704762101, propagate_forward_time: 56.0968666077, propagate_backward_time: 85.4815216064, weight_update_time: 0.1409125626, other_time: 2.7547607422
epoch time: 11.8251667023s, input_fired_time: 0.1520753950, output_fired_time: 0.0000000000, propagate_forward_time: 11.1731147766, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4999761581
validation[          , genome  6750] predictions:    9781/  10000 (97.81%), best:    9781/10000 (97.81%), error:       717.27185, best error:       717.27185 on epoch:    56, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 146.8000946045s, input_fired_time: 1.3709615469, output_fired_time: 0.9729957581, propagate_forward_time: 56.1131362915, propagate_backward_time: 85.5801162720, weight_update_time: 0.1412805617, other_time: 2.7628936768
epoch time: 11.7969951630s, input_fired_time: 0.1517140120, output_fired_time: 0.0000000000, propagate_forward_time: 11.1485614777, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4967193604
validation[          , genome  6750] predictions:    9738/  10000 (97.38%), best:    9781/10000 (97.81%), error:       874.27423, best error:       717.27185 on epoch:    56, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 146.8327026367s, input_fired_time: 1.3721035719, output_fired_time: 0.9734945297, propagate_forward_time: 56.0954513550, propagate_backward_time: 85.6290969849, weight_update_time: 0.1409646571, other_time: 2.7625579834
epoch time: 11.8869209290s, input_fired_time: 0.1529758722, output_fired_time: 0.0000000000, propagate_forward_time: 11.2402029037, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4937419891
validation[          , genome  6750] predictions:    9762/  10000 (97.62%), best:    9781/10000 (97.81%), error:       813.14270, best error:       717.27185 on epoch:    56, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 146.6467895508s, input_fired_time: 1.3606821299, output_fired_time: 0.9550887942, propagate_forward_time: 56.1666145325, propagate_backward_time: 85.4145202637, weight_update_time: 0.1409329921, other_time: 2.7498779297
epoch time: 11.9291057587s, input_fired_time: 0.1531113684, output_fired_time: 0.0000000000, propagate_forward_time: 11.2732782364, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5027160645
validation[          , genome  6750] predictions:    9761/  10000 (97.61%), best:    9781/10000 (97.81%), error:       820.53632, best error:       717.27185 on epoch:    56, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 147.3514556885s, input_fired_time: 1.3713147640, output_fired_time: 0.9711019993, propagate_forward_time: 56.3264007568, propagate_backward_time: 85.9184265137, weight_update_time: 0.1416553706, other_time: 2.7642211914
epoch time: 11.9297552109s, input_fired_time: 0.1548821032, output_fired_time: 0.0000000000, propagate_forward_time: 11.2733373642, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5015354156
validation[          , genome  6750] predictions:    9755/  10000 (97.55%), best:    9781/10000 (97.81%), error:       805.45117, best error:       717.27185 on epoch:    56, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 146.8322906494s, input_fired_time: 1.3737206459, output_fired_time: 0.9697725177, propagate_forward_time: 56.1890258789, propagate_backward_time: 85.5478057861, weight_update_time: 0.1414580196, other_time: 2.7519683838
epoch time: 11.8837242126s, input_fired_time: 0.1534826308, output_fired_time: 0.0000000000, propagate_forward_time: 11.2307653427, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4994764328
validation[          , genome  6750] predictions:    9690/  10000 (96.90%), best:    9781/10000 (97.81%), error:      1058.54236, best error:       717.27185 on epoch:    56, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 147.1573486328s, input_fired_time: 1.3699431419, output_fired_time: 0.9711925387, propagate_forward_time: 56.2682304382, propagate_backward_time: 85.7832336426, weight_update_time: 0.1417329609, other_time: 2.7647399902
epoch time: 11.9250679016s, input_fired_time: 0.1541862339, output_fired_time: 0.0000000000, propagate_forward_time: 11.2717962265, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4990854263
validation[          , genome  6750] predictions:    9689/  10000 (96.89%), best:    9781/10000 (97.81%), error:      1008.31110, best error:       717.27185 on epoch:    56, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 147.0005950928s, input_fired_time: 1.3667477369, output_fired_time: 0.9659898877, propagate_forward_time: 56.2524833679, propagate_backward_time: 85.6721649170, weight_update_time: 0.1412568092, other_time: 2.7432098389
epoch time: 11.9349222183s, input_fired_time: 0.1536425650, output_fired_time: 0.0000000000, propagate_forward_time: 11.2816047668, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4996747971
validation[          , genome  6750] predictions:    9752/  10000 (97.52%), best:    9781/10000 (97.81%), error:       811.41321, best error:       717.27185 on epoch:    56, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 147.1776580811s, input_fired_time: 1.3721399307, output_fired_time: 0.9722742438, propagate_forward_time: 56.2286987305, propagate_backward_time: 85.8548202515, weight_update_time: 0.1413681358, other_time: 2.7497177124
epoch time: 11.9229097366s, input_fired_time: 0.1548238546, output_fired_time: 0.0000000000, propagate_forward_time: 11.2685432434, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4995422363
validation[          , genome  6750] predictions:    9740/  10000 (97.40%), best:    9781/10000 (97.81%), error:       845.17621, best error:       717.27185 on epoch:    56, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 146.4191436768s, input_fired_time: 1.3663609028, output_fired_time: 0.9631348252, propagate_forward_time: 56.0237808228, propagate_backward_time: 85.3150939941, weight_update_time: 0.1407286674, other_time: 2.7507705688
epoch time: 11.8703060150s, input_fired_time: 0.1533792019, output_fired_time: 0.0000000000, propagate_forward_time: 11.2261209488, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4908056259
validation[          , genome  6750] predictions:    9767/  10000 (97.67%), best:    9781/10000 (97.81%), error:       771.78308, best error:       717.27185 on epoch:    56, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 146.9937133789s, input_fired_time: 1.3772550821, output_fired_time: 0.9710082412, propagate_forward_time: 56.2388992310, propagate_backward_time: 85.6455841064, weight_update_time: 0.1411735117, other_time: 2.7609634399
epoch time: 11.8808870316s, input_fired_time: 0.1540662944, output_fired_time: 0.0000000000, propagate_forward_time: 11.2284688950, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4983520508
validation[          , genome  6750] predictions:    9743/  10000 (97.43%), best:    9781/10000 (97.81%), error:       835.84491, best error:       717.27185 on epoch:    56, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 147.1071472168s, input_fired_time: 1.3776324987, output_fired_time: 0.9756013751, propagate_forward_time: 56.2206573486, propagate_backward_time: 85.7740859985, weight_update_time: 0.1414892972, other_time: 2.7591629028
epoch time: 11.9217424393s, input_fired_time: 0.1545845121, output_fired_time: 0.0000000000, propagate_forward_time: 11.2678556442, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4993019104
validation[          , genome  6750] predictions:    9743/  10000 (97.43%), best:    9781/10000 (97.81%), error:       857.95392, best error:       717.27185 on epoch:    56, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 146.9240570068s, input_fired_time: 1.3743720055, output_fired_time: 0.9729996920, propagate_forward_time: 56.1789245605, propagate_backward_time: 85.6414489746, weight_update_time: 0.1410138160, other_time: 2.7563018799
epoch time: 11.9259262085s, input_fired_time: 0.1535139978, output_fired_time: 0.0000000000, propagate_forward_time: 11.2734718323, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4989404678
validation[          , genome  6750] predictions:    9759/  10000 (97.59%), best:    9781/10000 (97.81%), error:       818.86981, best error:       717.27185 on epoch:    56, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 146.8878173828s, input_fired_time: 1.3732733727, output_fired_time: 0.9784116149, propagate_forward_time: 56.2754325867, propagate_backward_time: 85.5249938965, weight_update_time: 0.1406159103, other_time: 2.7357025146
epoch time: 11.8738012314s, input_fired_time: 0.1548632234, output_fired_time: 0.0000000000, propagate_forward_time: 11.2214469910, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4974908829
validation[          , genome  6750] predictions:    9768/  10000 (97.68%), best:    9781/10000 (97.81%), error:       755.12292, best error:       717.27185 on epoch:    56, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 146.9250183105s, input_fired_time: 1.3737951517, output_fired_time: 0.9636678696, propagate_forward_time: 56.2442626953, propagate_backward_time: 85.5893173218, weight_update_time: 0.1404679120, other_time: 2.7539749146
epoch time: 11.9169988632s, input_fired_time: 0.1528966725, output_fired_time: 0.0000000000, propagate_forward_time: 11.2668695450, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4972324371
validation[          , genome  6750] predictions:    9720/  10000 (97.20%), best:    9781/10000 (97.81%), error:       885.38232, best error:       717.27185 on epoch:    56, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 146.9277191162s, input_fired_time: 1.3734674454, output_fired_time: 0.9650908709, propagate_forward_time: 56.2273330688, propagate_backward_time: 85.6177749634, weight_update_time: 0.1410583705, other_time: 2.7440490723
epoch time: 11.9211511612s, input_fired_time: 0.1542848945, output_fired_time: 0.0000000000, propagate_forward_time: 11.2639150620, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5029516220
validation[          , genome  6750] predictions:    9767/  10000 (97.67%), best:    9781/10000 (97.81%), error:       810.72229, best error:       717.27185 on epoch:    56, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 146.7925262451s, input_fired_time: 1.3719428778, output_fired_time: 0.9633522630, propagate_forward_time: 56.1349067688, propagate_backward_time: 85.5739212036, weight_update_time: 0.1407287419, other_time: 2.7484054565
epoch time: 11.8382558823s, input_fired_time: 0.1546442807, output_fired_time: 0.0000000000, propagate_forward_time: 11.1858978271, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4977140427
validation[          , genome  6750] predictions:    9745/  10000 (97.45%), best:    9781/10000 (97.81%), error:       841.68475, best error:       717.27185 on epoch:    56, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 140.4647216797s, input_fired_time: 1.3341954947, output_fired_time: 0.9240790606, propagate_forward_time: 53.7884559631, propagate_backward_time: 81.7293853760, weight_update_time: 0.1351821572, other_time: 2.6886138916
epoch time: 10.8809309006s, input_fired_time: 0.1444945484, output_fired_time: 0.0000000000, propagate_forward_time: 10.2655725479, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4708633423
validation[          , genome  6750] predictions:    9736/  10000 (97.36%), best:    9781/10000 (97.81%), error:       853.90454, best error:       717.27185 on epoch:    56, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 144.1335296631s, input_fired_time: 1.3639262915, output_fired_time: 0.9462376237, propagate_forward_time: 55.1589164734, propagate_backward_time: 83.9369812012, weight_update_time: 0.1383123100, other_time: 2.7274627686
epoch time: 11.7783517838s, input_fired_time: 0.1529507786, output_fired_time: 0.0000000000, propagate_forward_time: 11.1309623718, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4944381714
validation[          , genome  6750] predictions:    9764/  10000 (97.64%), best:    9781/10000 (97.81%), error:       802.34619, best error:       717.27185 on epoch:    56, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 145.0560150146s, input_fired_time: 1.3602821827, output_fired_time: 0.9515720010, propagate_forward_time: 55.5189552307, propagate_backward_time: 84.5059890747, weight_update_time: 0.1380716264, other_time: 2.7192306519
epoch time: 11.9024372101s, input_fired_time: 0.1540863961, output_fired_time: 0.0000000000, propagate_forward_time: 11.2511730194, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4971780777
validation[          , genome  6750] predictions:    9768/  10000 (97.68%), best:    9781/10000 (97.81%), error:       781.70203, best error:       717.27185 on epoch:    56, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 145.3412322998s, input_fired_time: 1.3652573824, output_fired_time: 0.9568654895, propagate_forward_time: 55.5330886841, propagate_backward_time: 84.7473297119, weight_update_time: 0.1390475184, other_time: 2.7386856079
epoch time: 11.8730649948s, input_fired_time: 0.1550615579, output_fired_time: 0.0000000000, propagate_forward_time: 11.2249221802, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4930810928
validation[          , genome  6750] predictions:    9741/  10000 (97.41%), best:    9781/10000 (97.81%), error:       850.58911, best error:       717.27185 on epoch:    56, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 144.5294952393s, input_fired_time: 1.3621600866, output_fired_time: 0.9495386481, propagate_forward_time: 55.3064460754, propagate_backward_time: 84.1807327271, weight_update_time: 0.1385254711, other_time: 2.7306137085
epoch time: 11.8692378998s, input_fired_time: 0.1553648561, output_fired_time: 0.0000000000, propagate_forward_time: 11.2126569748, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5012159348
validation[          , genome  6750] predictions:    9767/  10000 (97.67%), best:    9781/10000 (97.81%), error:       769.21698, best error:       717.27185 on epoch:    56, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 145.5161285400s, input_fired_time: 1.3680644035, output_fired_time: 0.9576353431, propagate_forward_time: 55.6701812744, propagate_backward_time: 84.7795867920, weight_update_time: 0.1397516727, other_time: 2.7406616211
epoch time: 11.8516769409s, input_fired_time: 0.1540060341, output_fired_time: 0.0000000000, propagate_forward_time: 11.1994199753, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4982509613
validation[          , genome  6750] predictions:    9720/  10000 (97.20%), best:    9781/10000 (97.81%), error:       923.78522, best error:       717.27185 on epoch:    56, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 145.5101928711s, input_fired_time: 1.3730158806, output_fired_time: 0.9624424577, propagate_forward_time: 55.6903038025, propagate_backward_time: 84.7450103760, weight_update_time: 0.1393602639, other_time: 2.7394104004
epoch time: 11.8816175461s, input_fired_time: 0.1546412110, output_fired_time: 0.0000000000, propagate_forward_time: 11.2276449203, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4993314743
validation[          , genome  6750] predictions:    9755/  10000 (97.55%), best:    9781/10000 (97.81%), error:       814.73578, best error:       717.27185 on epoch:    56, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 143.7739410400s, input_fired_time: 1.3630182743, output_fired_time: 0.9505154490, propagate_forward_time: 55.0483551025, propagate_backward_time: 83.6918334961, weight_update_time: 0.1382869631, other_time: 2.7202148438
epoch time: 11.8751859665s, input_fired_time: 0.1552171409, output_fired_time: 0.0000000000, propagate_forward_time: 11.2320470810, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4879217148
validation[          , genome  6750] predictions:    9767/  10000 (97.67%), best:    9781/10000 (97.81%), error:       780.81384, best error:       717.27185 on epoch:    56, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 145.6033325195s, input_fired_time: 1.3705247641, output_fired_time: 0.9550864100, propagate_forward_time: 55.8026962280, propagate_backward_time: 84.7487716675, weight_update_time: 0.1393972188, other_time: 2.7262420654
epoch time: 11.9119930267s, input_fired_time: 0.1566638798, output_fired_time: 0.0000000000, propagate_forward_time: 11.2547531128, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5005760193
validation[          , genome  6750] predictions:    9745/  10000 (97.45%), best:    9781/10000 (97.81%), error:       854.84247, best error:       717.27185 on epoch:    56, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 143.9866943359s, input_fired_time: 1.3610340357, output_fired_time: 0.9420899749, propagate_forward_time: 55.1669921875, propagate_backward_time: 83.8038635254, weight_update_time: 0.1377356499, other_time: 2.7127075195
epoch time: 11.9062852859s, input_fired_time: 0.1558638364, output_fired_time: 0.0000000000, propagate_forward_time: 11.2548179626, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4956035614
validation[          , genome  6750] predictions:    9753/  10000 (97.53%), best:    9781/10000 (97.81%), error:       829.27728, best error:       717.27185 on epoch:    56, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 146.7121887207s, input_fired_time: 1.3830094337, output_fired_time: 0.9713144302, propagate_forward_time: 56.0396766663, propagate_backward_time: 85.5686874390, weight_update_time: 0.1410601586, other_time: 2.7495040894
epoch time: 11.8922214508s, input_fired_time: 0.1568165720, output_fired_time: 0.0000000000, propagate_forward_time: 11.2340841293, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5013208389
validation[          , genome  6750] predictions:    9759/  10000 (97.59%), best:    9781/10000 (97.81%), error:       773.06372, best error:       717.27185 on epoch:    56, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 145.1797027588s, input_fired_time: 1.3766963482, output_fired_time: 0.9652698040, propagate_forward_time: 55.4678115845, propagate_backward_time: 84.6320953369, weight_update_time: 0.1401229054, other_time: 2.7378311157
epoch time: 11.8996353149s, input_fired_time: 0.1563689560, output_fired_time: 0.0000000000, propagate_forward_time: 11.2421646118, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5011014938
validation[          , genome  6750] predictions:    9698/  10000 (96.98%), best:    9781/10000 (97.81%), error:      1000.17804, best error:       717.27185 on epoch:    56, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 145.0772857666s, input_fired_time: 1.3754378557, output_fired_time: 0.9599240422, propagate_forward_time: 55.5067710876, propagate_backward_time: 84.4987182617, weight_update_time: 0.1385373324, other_time: 2.7364196777
epoch time: 10.1319599152s, input_fired_time: 0.1383458674, output_fired_time: 0.0000000000, propagate_forward_time: 9.5386610031, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4549531937
validation[          , genome  6750] predictions:    9788/  10000 (97.88%), best:    9788/10000 (97.88%), error:       712.20398, best error:       712.20398 on epoch:    85, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 146.5507354736s, input_fired_time: 1.3827353716, output_fired_time: 0.9639193416, propagate_forward_time: 56.0828514099, propagate_backward_time: 85.3723297119, weight_update_time: 0.1397084594, other_time: 2.7489013672
epoch time: 11.6300554276s, input_fired_time: 0.1545512527, output_fired_time: 0.0000000000, propagate_forward_time: 10.9834232330, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4920806885
validation[          , genome  6750] predictions:    9759/  10000 (97.59%), best:    9788/10000 (97.88%), error:       795.27954, best error:       712.20398 on epoch:    85, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 146.5504760742s, input_fired_time: 1.3842114210, output_fired_time: 0.9612674713, propagate_forward_time: 56.0921478271, propagate_backward_time: 85.3675460815, weight_update_time: 0.1402379274, other_time: 2.7452926636
epoch time: 11.9235010147s, input_fired_time: 0.1563302577, output_fired_time: 0.0000000000, propagate_forward_time: 11.2708320618, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4963388443
validation[          , genome  6750] predictions:    9781/  10000 (97.81%), best:    9788/10000 (97.88%), error:       731.72662, best error:       712.20398 on epoch:    85, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 146.9796752930s, input_fired_time: 1.3841530085, output_fired_time: 0.9614496827, propagate_forward_time: 56.2964591980, propagate_backward_time: 85.6018447876, weight_update_time: 0.1397472918, other_time: 2.7357559204
epoch time: 11.9260883331s, input_fired_time: 0.1573866159, output_fired_time: 0.0000000000, propagate_forward_time: 11.2699956894, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4987058640
validation[          , genome  6750] predictions:    9740/  10000 (97.40%), best:    9788/10000 (97.88%), error:       831.61334, best error:       712.20398 on epoch:    85, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 146.7991180420s, input_fired_time: 1.3875939846, output_fired_time: 0.9688782692, propagate_forward_time: 56.2151908875, propagate_backward_time: 85.4706954956, weight_update_time: 0.1403703392, other_time: 2.7567672729
epoch time: 11.6590671539s, input_fired_time: 0.1552770287, output_fired_time: 0.0000000000, propagate_forward_time: 11.0085887909, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4952011108
validation[          , genome  6750] predictions:    9748/  10000 (97.48%), best:    9788/10000 (97.88%), error:       863.77936, best error:       712.20398 on epoch:    85, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 146.4995574951s, input_fired_time: 1.3839329481, output_fired_time: 0.9623463154, propagate_forward_time: 56.0249938965, propagate_backward_time: 85.3711166382, weight_update_time: 0.1411067545, other_time: 2.7571792603
epoch time: 11.9013795853s, input_fired_time: 0.1584414542, output_fired_time: 0.0000000000, propagate_forward_time: 11.2398529053, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5030851364
validation[          , genome  6750] predictions:    9767/  10000 (97.67%), best:    9788/10000 (97.88%), error:       797.56226, best error:       712.20398 on epoch:    85, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 146.9339904785s, input_fired_time: 1.3870245218, output_fired_time: 0.9659138918, propagate_forward_time: 56.1685142517, propagate_backward_time: 85.6491699219, weight_update_time: 0.1404807121, other_time: 2.7633666992
epoch time: 11.9055099487s, input_fired_time: 0.1572604626, output_fired_time: 0.0000000000, propagate_forward_time: 11.2500696182, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4981794357
validation[          , genome  6750] predictions:    9734/  10000 (97.34%), best:    9788/10000 (97.88%), error:       895.33301, best error:       712.20398 on epoch:    85, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 146.9237670898s, input_fired_time: 1.3829642534, output_fired_time: 0.9578726292, propagate_forward_time: 56.2663002014, propagate_backward_time: 85.5640487671, weight_update_time: 0.1403049231, other_time: 2.7525863647
epoch time: 11.9203243256s, input_fired_time: 0.1574954391, output_fired_time: 0.0000000000, propagate_forward_time: 11.2642288208, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4986000061
validation[          , genome  6750] predictions:    9751/  10000 (97.51%), best:    9788/10000 (97.88%), error:       827.65137, best error:       712.20398 on epoch:    85, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 146.6074523926s, input_fired_time: 1.3907811642, output_fired_time: 0.9655579925, propagate_forward_time: 56.0840492249, propagate_backward_time: 85.4060516357, weight_update_time: 0.1399622858, other_time: 2.7610168457
epoch time: 11.9113492966s, input_fired_time: 0.1579447240, output_fired_time: 0.0000000000, propagate_forward_time: 11.2511949539, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5022096634
validation[          , genome  6750] predictions:    9740/  10000 (97.40%), best:    9788/10000 (97.88%), error:       848.49292, best error:       712.20398 on epoch:    85, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 147.0044555664s, input_fired_time: 1.3943121433, output_fired_time: 0.9649524093, propagate_forward_time: 56.2119407654, propagate_backward_time: 85.6670303345, weight_update_time: 0.1406297982, other_time: 2.7662124634
epoch time: 11.9120254517s, input_fired_time: 0.1589287966, output_fired_time: 0.0000000000, propagate_forward_time: 11.2501125336, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5029840469
validation[          , genome  6750] predictions:    9755/  10000 (97.55%), best:    9788/10000 (97.88%), error:       813.58722, best error:       712.20398 on epoch:    85, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 146.9902954102s, input_fired_time: 1.3906997442, output_fired_time: 0.9664866328, propagate_forward_time: 56.2723693848, propagate_backward_time: 85.6106719971, weight_update_time: 0.1402032524, other_time: 2.7500610352
epoch time: 11.9172077179s, input_fired_time: 0.1575632244, output_fired_time: 0.0000000000, propagate_forward_time: 11.2576017380, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5020427704
validation[          , genome  6750] predictions:    9755/  10000 (97.55%), best:    9788/10000 (97.88%), error:       828.62427, best error:       712.20398 on epoch:    85, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 146.8944549561s, input_fired_time: 1.3885818720, output_fired_time: 0.9577140808, propagate_forward_time: 56.2189292908, propagate_backward_time: 85.5715560913, weight_update_time: 0.1404096782, other_time: 2.7576675415
epoch time: 11.9129123688s, input_fired_time: 0.1583733708, output_fired_time: 0.0000000000, propagate_forward_time: 11.2542467117, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5002918243
validation[          , genome  6750] predictions:    9744/  10000 (97.44%), best:    9788/10000 (97.88%), error:       842.43744, best error:       712.20398 on epoch:    85, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 145.9901275635s, input_fired_time: 1.3917233944, output_fired_time: 0.9580143690, propagate_forward_time: 55.8107795715, propagate_backward_time: 85.0778808594, weight_update_time: 0.1390889436, other_time: 2.7517395020
epoch time: 11.8907566071s, input_fired_time: 0.1579909623, output_fired_time: 0.0000000000, propagate_forward_time: 11.2316093445, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5011558533
validation[          , genome  6750] predictions:    9717/  10000 (97.17%), best:    9788/10000 (97.88%), error:       884.20837, best error:       712.20398 on epoch:    85, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 145.1035003662s, input_fired_time: 1.3837542534, output_fired_time: 0.9620794654, propagate_forward_time: 55.4811706543, propagate_backward_time: 84.5345382690, weight_update_time: 0.1409767419, other_time: 2.7419509888
epoch time: 11.9287729263s, input_fired_time: 0.1586586684, output_fired_time: 0.0000000000, propagate_forward_time: 11.2675037384, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5026102066
validation[          , genome  6750] predictions:    9740/  10000 (97.40%), best:    9788/10000 (97.88%), error:       860.73340, best error:       712.20398 on epoch:    85, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 147.2122650146s, input_fired_time: 1.3929208517, output_fired_time: 1.0132852793, propagate_forward_time: 56.4312705994, propagate_backward_time: 85.6477203369, weight_update_time: 0.1395482719, other_time: 2.7270660400
epoch time: 11.8138542175s, input_fired_time: 0.1576704681, output_fired_time: 0.0000000000, propagate_forward_time: 11.1582355499, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4979486465
validation[          , genome  6750] predictions:    9771/  10000 (97.71%), best:    9788/10000 (97.88%), error:       780.65338, best error:       712.20398 on epoch:    85, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 146.7863616943s, input_fired_time: 1.3969428539, output_fired_time: 0.9791933298, propagate_forward_time: 56.1184959412, propagate_backward_time: 85.5398254395, weight_update_time: 0.1406816691, other_time: 2.7519073486
epoch time: 11.7632961273s, input_fired_time: 0.1567331851, output_fired_time: 0.0000000000, propagate_forward_time: 11.1117591858, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4948034286
validation[          , genome  6750] predictions:    9645/  10000 (96.45%), best:    9788/10000 (97.88%), error:      1100.11609, best error:       712.20398 on epoch:    85, epoch:  100/100, mu: 0.9870989323, learning_rate: 0.0000740065, weight_decay: 0.0000029603

evaluating best weights on full training data.
evaluting training set with running mean/variance:
epoch time: 59.6796875000s, input_fired_time: 0.7926304936, output_fired_time: 0.0000000000, propagate_forward_time: 56.3451156616, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5419425964
best training[          , genome  6750] predictions:   49703/  50000 (99.41%), best:    9788/10000 (97.88%), error:      1318.59937, best error:       712.20398 on epoch:    85, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
evaluating best weights on test data.
evaluting test set with running mean/variance:
epoch time: 11.9207811356s, input_fired_time: 0.1555028856, output_fired_time: 0.0000000000, propagate_forward_time: 11.2640943527, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5011835098
   testing[          , genome  6750] predictions:    9783/  10000 (97.83%), best:    9788/10000 (97.88%), error:       687.97882, best error:       712.20398 on epoch:    85, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
00:49:10 (72981): called boinc_finish(0)

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